quant-algo-trading-bot
CommunityAutomate trading strategies with XGBoost for OKX futures.
Authorsuperadit98
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates trading strategies using XGBoost for OKX perpetual futures, eliminating manual analysis and execution.
Core Features & Use Cases
- ML-Powered Signals: Utilizes XGBoost to predict price direction and generate trading signals.
- Multi-Factor Analysis: Incorporates various factors like trend, momentum, volatility, and volume.
- Risk Management: Implements adaptive take profit/stop loss, dynamic position sizing, and daily loss limits.
- Use Case: A user can run this bot to automatically execute trades based on signals generated by the XGBoost model.
Quick Start
Run the bot in paper trading mode by executing the command: python -m src.main --mode paper
Dependency Matrix
Required Modules
ccxtxgboostpandasnumpyTA-Libscikit-learnasyncpgredispydanticpython-telegram-botprometheus-clientfastapiuvicornceleryhttpxtenacityrich
Components
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: quant-algo-trading-bot Download link: https://github.com/superadit98/quant-algo-trading-bot/archive/main.zip#quant-algo-trading-bot Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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